An online reinforcement learning approach for HVAC control

Author:

Solinas Francesco M.ORCID,Macii Alberto,Patti Edoardo,Bottaccioli LorenzoORCID

Funder

Ministero dell'Istruzione dell'Universita e della Ricerca

Ministero dell’Istruzione, dell’Università e della Ricerca

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference32 articles.

1. ANSI/ASHRAE standard 55-2017: thermal environmental conditions for human occupancy;American Society of Heating, Refrigerating and Air Conditioning Engineers (Atlanta, Georgia),2017

2. Autonomous hvac control, a reinforcement learning approach;Barrett,2015

3. Deep reinforcement learning to optimise indoor temperature control and heating energy consumption in buildings;Brandi;Energy and Buildings,2020

4. Openai gym;Brockman,2016

5. Gnu-RL: A Precocial Reinforcement Learning Solution for Building HVAC Control Using a Differentiable MPC Policy;Chen,2019

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